MULTINOMIAL LOGISTIC REGRESSION APPROACH FOR THE EVALUATION OF BINARY DIAGNOSTIC TEST IN MEDICAL RESEARCH

Alok Kumar Dwivedi (), Indika Mallawaarachchi (), Juan B. Figueroa-Casas (), Angel M. Morales () and Patrick Tarwater ()
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Alok Kumar Dwivedi: Assistant Professor, Division of Biostatistics & Epidemiology, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, Texas, USA.
Indika Mallawaarachchi: Research Associate, Division of Biostatistics & Epidemiology, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, Texas, USA.
Juan B. Figueroa-Casas: Associate Professor, Division of Pulmonary and Critical Care Medicine, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, Texas, USA.
Angel M. Morales: Assistant Professor, Department of Surgery, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX 79905, USA.
Patrick Tarwater: Professor, Division of Biostatistics & Epidemiology, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, Texas, USA.

Statistics in Transition New Series, 2015, vol. 16, issue 2, 203-222

Abstract: Evaluating the effect of variables on diagnostic measures (sensitivity, specificity, positive, and negative predictive values) is often of interest to...

Date: 2015
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Persistent link: https://EconPapers.repec.org/RePEc:exl:29stat:v:16:y:2015:i:2:p:203-222

DOI: 10.21307/stattrans-2015-011

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